If you’re asking an AI agent “Is this code secure?”, you’ve already lost. 🚩
AI answers are probabilistic—they are essentially very polite guessers.
But high-stakes production is deterministic—it’s a world of cold, hard facts.
The biggest mistake founders make with Cursor or Lovable is treating the infrastructure like a "vibe."
Vibe coding imho currently is "open world, GTA like" (anything goes) until you leak a Stripe key and realize you’re exactly one step away from bankruptcy.
Kinda very opposite of how engg works.
A real Production Engineer/DevOps doesn't guess. It runs pre-determined, rigid workflows that don't sleep:
• Dockerfile Discovery: No "I think it's here"—either it exists or the build stops.
• Secret Detection: Gitleaks and TruffleHog don't care about your prompt; they find the AWS keys you forgot to .gitignore.
• IAM Policy Diff: Comparing permissions isn't a "vibe"; it’s the difference between a functional app and a wide-open back door.
• SBOM Generation: If you want to sell to an enterprise, "trust me bro" isn't a compliance strategy. You need a Software Bill of Materials.
@vibeops_ai productizes this "X-factor" .
It moves you from a "vibe-coded repo" to governed production.
The New Rules of the Game:🎨Code with vibes. (Cursor/Lovable/Replit) w Deploy with logic. (https://vibeops.tech)
Don't let your "Vibe" prototype become a production disaster.
Written by
Kislay Raj
founder, ceo - VibeOps